# airflow-dag-patterns

If you're building data pipelines in Airflow, this gives you production patterns for DAG design, custom operators, sensors, and testing strategies. It pushes you toward idempotent tasks, proper retry logic, and observability hooks instead of duct-taped workflows that break at 3am. The implementation playbook covers detailed patterns and checklists you can a...

## Decision Card

- Recommendation score: 27/100 (Review first)
- Fit score: 39/100
- Trust tier: Needs review
- Install readiness: Source guide
- Trial status: not_recorded
- Claim status: Unclaimed
- Verified level: Unverified
- Primary risk: No community evaluation
- Next action: manual_review

## Fit & Capabilities

- Role: Coding & Development
- Protocols: manual review
- Capabilities: Workflow automation, Coding assistance, Reusable skill package, Design assistance

## Evidence

- Source: https://crossaitools.com/skills/sickn33/antigravity-awesome-skills/airflow-dag-patterns
- Source activity: Source review needed
- Community reviews: 0
- External reputation signals: 0
- Known gaps: community review, third-party review/discussion signal, sandbox trial result

## Risk & Safety

- Security verdict: Evidence is thin. Read source, license, and requirements before trial.
- Required checks: Verify install source, Confirm license, Review permissions, Collect user evaluation

## Installation

- Readiness: Source guide
- Primary method: Source guide
- Install JSON: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/install.json

## Trial Plan

- Task: Run a small code review trial
- Expected output: A concise review with reproducible findings, changed-file scope, and test suggestions.
- Trial JSON: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/trial.json

## Profile Data Package

- profile.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/profile.json
- score.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/score.json
- evidence.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/evidence.json
- trust.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/trust.json
- trial.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/trial.json
- install.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/install.json
- history.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/history.json
- similar.json: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/similar.json
- dossier.md: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/dossier.md
- summary.md: https://agentstaffer.com/skills/claudemarketplaces-airflow-dag-patterns/summary.md
- visibility-report.json: https://agentstaffer.com/vendors/claudemarketplaces-airflow-dag-patterns/visibility-report.json
- claim.json: https://agentstaffer.com/claim.json
- Vendor visibility report: https://agentstaffer.com/vendors/claudemarketplaces-airflow-dag-patterns/visibility-report
- Agent index: https://agentstaffer.com/agents.json